What are the hardware requirements for Stheno L2 13B?

Stheno L2 13B requires approximately 26 GB of VRAM and supports a context window of 4K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Stheno L2 13B and how large is it?

Stheno L2 13B is developed by Sao10K, a model with 13b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does Stheno L2 13B perform on standard benchmarks?

Stheno L2 13B has the following published scores: MMLU 56.33. Compare against reference models on this page or on the LLM Explorer leaderboards.

Stheno L2 13B by Sao10K — VRAM 26GB, 4K context

Name: Stheno L2 13B
Author: Sao10K

Stheno L2 13B is an open-source language model by Sao10K. Features: 13b LLM, VRAM: 26GB, Context: 4K, License: llama2, HF Score: 56.4, LLM Explorer Score: 0.27, Arc: 61, HellaSwag: 84, MMLU: 56.3, TruthfulQA: 50.2, WinoGrande: 75.1, GSM8K: 12.

Autotrain compatible En Endpoints compatible License:llama2 Llama Pytorch Region:us Sharded

Model Card on HF 🤗: https://huggingface.co/Sao10K/Stheno-L2-13B

Stheno L2 13B Benchmarks

ARC: 61.01 vs 96.7 (so35)^-36.9%

HellaSwag: 83.95 vs 95.3 (gpt4)^-11.9%

MMLU: 56.33 vs 88.3 (so35)^-36.2%

TruthfulQA: 50.18 vs 59 (gpt4)^-14.9%

WinoGrande: 75.14 vs 87.5 (gpt4)^-14.1%

GSM8K: 11.98 vs 96.4 (so35)^-87.6%

LLME Score: 0.27325

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

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Stheno L2 13B Parameters and Internals

LLM Name	Stheno L2 13B
Repository 🤗	https://huggingface.co/Sao10K/Stheno-L2-13B
Model Size	13b
Required VRAM	26 GB
Updated	2024-07-04
Maintainer	Sao10K
Model Type	llama
Model Files	9.4 GB: 1-of-3 9.4 GB: 2-of-3 7.2 GB: 3-of-3
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	llama2
Context Length	4096
Model Max Length	4096
Transformers Version	4.32.1
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<s>
End of Sentence Token	</s>
Unk Token	<unk>
Vocabulary Size	32000
Torch Data Type	float16

Quantized Models of the Stheno L2 13B

Model	Likes	Downloads	VRAM
Stheno L2 13B GPT	0	9	7 GB
Stheno L2 13B GGUF	7	479	5 GB
Stheno L2 13B GPTQ	4	78	7 GB
Stheno L2 13B GGML	5	14	5 GB

Best Alternatives to Stheno L2 13B

Best Alternatives	Context / RAM	Downloads	Likes
Luminaura RP 13B	128K / 26 GB	15	1
Yarn Llama 2 13B 128K	128K / 26 GB	1146	112
Agent Llama2 13B 80K	80K / 26.4 GB	5	0
Chat Llama2 13B 80K	80K / 52.8 GB	11	0
LongAlign 13B 64K	64K / 26 GB	53	13
LongAlign 13B 64K	64K / 26 GB	11	13
LongAlign 13B 64K Base	64K / 26 GB	41	3
LongAlign 13B 64K Base	64K / 26 GB	6	3
Openbuddy Llama2 13B V15p1 64K	64K / 26.1 GB	7	4
Openbuddy Llama2 13b64k V15	64K / 26.1 GB	10	2

Rank the Stheno L2 13B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

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Stheno L2 13B by Sao10K